Named Entity Recognition on Twitter String-Matching (test)
49.12F1 ScoreBOND + BA
Evaluation results
| Method | Links | |
|---|---|---|
| BOND + BASupervision=Distant, backdoor adjustment=true2021.06 | 49.12 | |
| BOND + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 48.82 | |
| BONDSupervision=Distant2021.06 | 48.72 | |
| RoBERTa-base + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 47.27 | |
| RoBERTa-base + BASupervision=Distant, backdoor adjustment=true2021.06 | 46.69 | |
| RoBERTa-baseSupervision=Distant2021.06 | 46.02 | |
| BiLSTM-CRFSupervision=Distant2021.06 | 31.67 | |
| DictMatchSupervision=Distant2021.06 | 19.18 |